Swapnil Sinha

Swapnil Sinha

Software Engineer· AI/ML Architect

5+ years building distributed systems and AI/ML infrastructure. Founding engineer on MongoDB Atlas Agent Engine and Amazon Bedrock.

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About Me

Building the future
one system
at a time.

Swapnil Sinha

Founder, Engineer

Swapnil Sinha, founder of Nuroversity
Swapnil Sinha, founder of Nuroversity

Swapnil Sinha

Software Engineer· AI/ML Architect · New York

Hi, I'm Swapnil. I build systems that help people learn and work smarter.

By day I'm a founding engineer on MongoDB's Atlas Agent Engine. Before that I helped build the backend of Amazon Bedrock at AWS, which serves more than 20,000 enterprise customers.

In 2024 I started Nuroversity because preparing for something hard — a certification, an exam, a technical interview — still feels scattered across too many tools. Nuroversity brings research, practice exams, mock interviews and an AI study partner into one place that adapts to the learner.

I hold a Masters degree in Computer Science with specialization in AI and Machine Learning.

LinkedInGitHubNuroversity

I'm Swapnil Sinha (Swapnil Aryan Sinha) — founder of Nuroversity, an AI learning platform, and an AI/ML engineer in New York who has built infrastructure at MongoDB and Amazon Bedrock.

I specialize in high-scale distributed systems and co-architected backend services for Amazon Bedrock serving 20,000+ enterprise customers.

Founder of Nuroversity.com — a platform for research, certifications, interviews and exams, powered by LLM-driven adaptive content and modular microservices.

Education

MS in Computer Science, New Jersey Institute of Technology (Ying Wu College of Computing)

B.Tech in Information Technology, SRM University

Technical Arsenal

Distributed Systems
Agentic AI
AWS
AI/ML Infrastructure
Large Language Models (LLMs)
Retrieval-Augmented Generation (RAG)
LangChain
Vector Databases
API Design
PostgreSQL
MongoDB
Hadoop
Spark
Kafka
Security
Authentication
OAuth2
JWT
RBAC
DevOps
CI/CD
Docker
Kubernetes
GitHub Actions
Testing
Agile
Scrum
Mentorship
Technical Leadership
Full Stack
Software Architecture
Cross-functional Collaboration
Problem Solving
Communication
Stakeholder Management

5+

Years Exp.

Agentic

Workflows

Career

Where I've operated.

M

MongoDB

2026-Present

Software Engineer 3

Full Time
  • Founding engineer on Atlas Agent Engine, MongoDB's agentic AI platform, shaping its architecture and core services from 0 to 1
  • Owned end-to-end MELT observability for agentic workflows via push/pull pipelines on Kubernetes and WarpStream
  • Built the platform's usage metering and billing, enabling monetization for Agent Harness
  • Partnered with Datadog and Arize AI to build customer trace export integrations for agent runs
  • Mentored junior engineers on system design and production readiness
N

Nuroversity

2024-Present

Founder & CTO

Full Time
  • Architected modular microservices platform enabling independent scaling and rapid feature delivery
  • Engineered secure authentication system with refresh tokens, OTP, and 30-day sessions
  • Developed LangChain-based LLM service and AI Agents for context-aware research tools, certifications, and exam preparation
  • Integrated subscriptions/payments infrastructure with server-side entitlement checks
  • Platform for research, certification, interviews and exams — supports JEE Mains, CAT, GMAT, CFA, GRE and professional certifications
A

Amazon Bedrock (AWS)

2022-2024

Software Development Engineer

Full Time
  • Founding Engineer at Amazon Bedrock, a fully managed service for building and scaling generative AI applications with foundation models from multiple providers
  • Co-architected backend services and infrastructure supporting multiple foundation model providers
  • Worked closely with Meta AI and Anthropic to onboard their models like Llama and Claude. Built services and infrastructure around these models
  • Launched Batch Inference pipelines, enabling asynchronous bulk invocations and delivering a 10x throughput improvement
  • Built Provisioned Throughput workflows to remove throttling limits and deliver capacity assurances, yielding a 30% revenue uplift
  • Mentored engineers in scalable AI/ML systems and performance optimization

Selected Work

Projects that ship.

Amazon Bedrock

AI Platform

Amazon Bedrock

2022-2024

LLM Hosting Platform

AWS
Batch Inference
Provisioned Throughput
Foundation Models
View Project

Nuroversity

EdTech Platform

Nuroversity

2024-Present

Research, Certification & Exam Platform

LangChain
LLM
AI Agents
FastAPI
View Project

Aurekk

Web Design

Aurekk

2023

Design Consulting Firm

Next.js
CRM
Full Stack
Authentication
View Project

Let's Connect

Let's Build Together.

Open to full-time roles, consulting, and interesting problems. Let's talk systems, AI, and what we can build together.